Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Yamana, Michiko"'
Publikováno v:
Journal of the Physical Society of Japan, vol.74, no.11, Nov. 2005, pp.2961-2965
We discuss the effects of common synaptic inputs in a recurrent neural network. Because of the effects of these common synaptic inputs, the correlation between neural inputs cannot be ignored, and thus the network exhibits sample dependence. Networks
Externí odkaz:
http://arxiv.org/abs/cond-mat/0510169
Autor:
Yamana, Michiko, Okada, Masato
There is growing interest in a phenomenon called the ``synfire chain'', in which firings of neurons propagate from pool to pool in the chain. The mechanism of the synfire chain has been analyzed by many resarchers. Keeping the synfire chain phenomeno
Externí odkaz:
http://arxiv.org/abs/cond-mat/0505379
We study associative memory of an oscillator neural network with distributed native frequencies. The model is based on the use of the Hebb learning rule with random patterns ($\xi_i^{\mu}=\pm 1$), and the distribution function of native frequencies i
Externí odkaz:
http://arxiv.org/abs/cond-mat/9901301
We develop a systematic expansion method of physical quantities for the SK model and the finite-dimensional $\pm J$ model of spin glasses in non-equilibrium states. The dynamical probability distribution function is derived from the master equation u
Externí odkaz:
http://arxiv.org/abs/cond-mat/9705019
Autor:
Nishimori, Hidetoshi, Yamana, Michiko
Publikováno v:
J. Phys. Soc. Jpn. 65 (1996) 3
The microscopic probability distribution function of the Sherrington-Kirkpatrick (SK) model of spin glasses is calculated explicitly as a function of time by a high-temperature expansion. The resulting formula to the third order of the inverse temper
Externí odkaz:
http://arxiv.org/abs/cond-mat/9512167
Publikováno v:
In Neurocomputing 2005 65:435-440
Publikováno v:
Neural Computation; Sep2005, Vol. 17 Issue 9, p2034-2059, 26p
Autor:
Shiino M; Department of Applied Physics, Faculty of Science, Tokyo Institute of Technology, 2-12-1 Ohokayama Meguro-ku Tokyo, Japan. mshiino@ap.titech.ac.jp, Yamana M
Publikováno v:
Physical review. E, Statistical, nonlinear, and soft matter physics [Phys Rev E Stat Nonlin Soft Matter Phys] 2004 Jan; Vol. 69 (1 Pt 1), pp. 011904. Date of Electronic Publication: 2004 Jan 16.